EP3346394A4 - Question answering system training device and computer program therefor - Google Patents
Question answering system training device and computer program therefor Download PDFInfo
- Publication number
- EP3346394A4 EP3346394A4 EP16841689.9A EP16841689A EP3346394A4 EP 3346394 A4 EP3346394 A4 EP 3346394A4 EP 16841689 A EP16841689 A EP 16841689A EP 3346394 A4 EP3346394 A4 EP 3346394A4
- Authority
- EP
- European Patent Office
- Prior art keywords
- computer program
- training device
- question answering
- answering system
- program therefor
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Withdrawn
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Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/30—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
- G06F16/33—Querying
- G06F16/332—Query formulation
- G06F16/3329—Natural language query formulation or dialogue systems
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/903—Querying
- G06F16/9032—Query formulation
- G06F16/90332—Natural language query formulation or dialogue systems
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
- G06N20/10—Machine learning using kernel methods, e.g. support vector machines [SVM]
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N5/00—Computing arrangements using knowledge-based models
- G06N5/01—Dynamic search techniques; Heuristics; Dynamic trees; Branch-and-bound
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N5/00—Computing arrangements using knowledge-based models
- G06N5/02—Knowledge representation; Symbolic representation
- G06N5/022—Knowledge engineering; Knowledge acquisition
- G06N5/025—Extracting rules from data
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N5/00—Computing arrangements using knowledge-based models
- G06N5/04—Inference or reasoning models
- G06N5/041—Abduction
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- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- Mathematical Physics (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Data Mining & Analysis (AREA)
- Software Systems (AREA)
- Artificial Intelligence (AREA)
- Computing Systems (AREA)
- Evolutionary Computation (AREA)
- Computational Linguistics (AREA)
- Databases & Information Systems (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Medical Informatics (AREA)
- Human Computer Interaction (AREA)
- Electrically Operated Instructional Devices (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
- Computational Mathematics (AREA)
- Condensed Matter Physics & Semiconductors (AREA)
- Mathematical Analysis (AREA)
- Mathematical Optimization (AREA)
- Pure & Applied Mathematics (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP2015170923A JP6618735B2 (en) | 2015-08-31 | 2015-08-31 | Question answering system training apparatus and computer program therefor |
PCT/JP2016/074903 WO2017038657A1 (en) | 2015-08-31 | 2016-08-26 | Question answering system training device and computer program therefor |
Publications (2)
Publication Number | Publication Date |
---|---|
EP3346394A1 EP3346394A1 (en) | 2018-07-11 |
EP3346394A4 true EP3346394A4 (en) | 2019-05-15 |
Family
ID=58188883
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
EP16841689.9A Withdrawn EP3346394A4 (en) | 2015-08-31 | 2016-08-26 | Question answering system training device and computer program therefor |
Country Status (6)
Country | Link |
---|---|
US (1) | US20180246953A1 (en) |
EP (1) | EP3346394A4 (en) |
JP (1) | JP6618735B2 (en) |
KR (1) | KR102640564B1 (en) |
CN (1) | CN107949841B (en) |
WO (1) | WO2017038657A1 (en) |
Families Citing this family (46)
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US10902330B2 (en) * | 2016-06-21 | 2021-01-26 | International Business Machines Corporation | Cognitive question answering pipeline calibrating |
JP6767042B2 (en) * | 2016-09-26 | 2020-10-14 | 国立研究開発法人情報通信研究機構 | Scenario passage classifier, scenario classifier, and computer programs for it |
US10699215B2 (en) * | 2016-11-16 | 2020-06-30 | International Business Machines Corporation | Self-training of question answering system using question profiles |
CN107193882B (en) * | 2017-04-27 | 2020-11-20 | 东南大学 | Why-not query answer method based on graph matching on RDF data |
JP2019020893A (en) | 2017-07-13 | 2019-02-07 | 国立研究開発法人情報通信研究機構 | Non-factoid type question answering machine |
JP6506360B2 (en) * | 2017-08-24 | 2019-04-24 | 三菱電機インフォメーションシステムズ株式会社 | Method of generating teacher data, method of generating learned model, learned model, computer and program |
MX2018011305A (en) * | 2017-09-18 | 2019-07-04 | Tata Consultancy Services Ltd | Techniques for correcting linguistic training bias in training data. |
JP7009911B2 (en) * | 2017-10-26 | 2022-01-26 | 富士通株式会社 | Answer output program, answer output method and information processing device |
KR102100951B1 (en) * | 2017-11-16 | 2020-04-14 | 주식회사 마인즈랩 | System for generating question-answer data for maching learning based on maching reading comprehension |
CN108170749B (en) * | 2017-12-21 | 2021-06-11 | 北京百度网讯科技有限公司 | Dialog method, device and computer readable medium based on artificial intelligence |
JP2019133229A (en) * | 2018-01-29 | 2019-08-08 | 国立研究開発法人情報通信研究機構 | Creation method of training data of question answering system and training method of question answering system |
JP7052395B2 (en) * | 2018-02-13 | 2022-04-12 | 富士通株式会社 | Learning programs, learning methods and learning devices |
JP7126843B2 (en) * | 2018-03-29 | 2022-08-29 | エヌ・ティ・ティ・データ先端技術株式会社 | Learning target extraction device, learning target extraction method, and learning target extraction program |
US10963273B2 (en) | 2018-04-20 | 2021-03-30 | Facebook, Inc. | Generating personalized content summaries for users |
US10978056B1 (en) * | 2018-04-20 | 2021-04-13 | Facebook, Inc. | Grammaticality classification for natural language generation in assistant systems |
US11886473B2 (en) | 2018-04-20 | 2024-01-30 | Meta Platforms, Inc. | Intent identification for agent matching by assistant systems |
US11676220B2 (en) | 2018-04-20 | 2023-06-13 | Meta Platforms, Inc. | Processing multimodal user input for assistant systems |
US11307880B2 (en) | 2018-04-20 | 2022-04-19 | Meta Platforms, Inc. | Assisting users with personalized and contextual communication content |
US11715042B1 (en) | 2018-04-20 | 2023-08-01 | Meta Platforms Technologies, Llc | Interpretability of deep reinforcement learning models in assistant systems |
JP7040610B2 (en) * | 2018-04-25 | 2022-03-23 | 日本電信電話株式会社 | Extended Narikiri Speaking Group Generator, Method and Program |
KR102329290B1 (en) * | 2018-05-31 | 2021-11-22 | 주식회사 마인즈랩 | Method for preprocessing structured learning data and Method for learning artificial neural network using the structured learning data |
JP7087938B2 (en) * | 2018-06-07 | 2022-06-21 | 日本電信電話株式会社 | Question generator, question generation method and program |
WO2019235103A1 (en) * | 2018-06-07 | 2019-12-12 | 日本電信電話株式会社 | Question generation device, question generation method, and program |
WO2019244803A1 (en) * | 2018-06-18 | 2019-12-26 | 日本電信電話株式会社 | Answer training device, answer training method, answer generation device, answer generation method, and program |
US10678822B2 (en) * | 2018-06-29 | 2020-06-09 | International Business Machines Corporation | Query expansion using a graph of question and answer vocabulary |
CN109376249B (en) * | 2018-09-07 | 2021-11-30 | 桂林电子科技大学 | Knowledge graph embedding method based on self-adaptive negative sampling |
CN113535915A (en) * | 2018-09-28 | 2021-10-22 | 北京百度网讯科技有限公司 | Method for expanding a data set |
KR20210107723A (en) * | 2018-12-14 | 2021-09-01 | (주)하니소프트 | Decryption device and method, recording medium AI-based apartment civil complaint processing device and method |
US20220237637A1 (en) * | 2018-12-18 | 2022-07-28 | Meta Platforms, Inc. | Systems and methods for real time crowdsourcing |
JP6899973B2 (en) * | 2019-01-08 | 2021-07-07 | 三菱電機株式会社 | Semantic relationship learning device, semantic relationship learning method, and semantic relationship learning program |
JP2020123131A (en) * | 2019-01-30 | 2020-08-13 | 株式会社東芝 | Dialog system, dialog method, program, and storage medium |
JP7018408B2 (en) * | 2019-02-20 | 2022-02-10 | 株式会社 日立産業制御ソリューションズ | Image search device and teacher data extraction method |
US11295077B2 (en) * | 2019-04-08 | 2022-04-05 | International Business Machines Corporation | Stratification of token types for domain-adaptable question answering systems |
US11270077B2 (en) * | 2019-05-13 | 2022-03-08 | International Business Machines Corporation | Routing text classifications within a cross-domain conversational service |
US11544461B2 (en) * | 2019-05-14 | 2023-01-03 | Intel Corporation | Early exit for natural language processing models |
KR102283779B1 (en) * | 2019-07-18 | 2021-07-29 | 건국대학교 산학협력단 | Method of questioning and answering and apparatuses performing the same |
US11531818B2 (en) * | 2019-11-15 | 2022-12-20 | 42 Maru Inc. | Device and method for machine reading comprehension question and answer |
JP2021096711A (en) | 2019-12-18 | 2021-06-24 | 富士通株式会社 | Information processing program, information processing method, and information processing device |
JP7106036B2 (en) * | 2020-04-30 | 2022-07-25 | 三菱電機株式会社 | LEARNING DATA CREATION DEVICE, METHOD AND PROGRAM |
CN111858883A (en) * | 2020-06-24 | 2020-10-30 | 北京百度网讯科技有限公司 | Method and device for generating triple sample, electronic equipment and storage medium |
KR102280489B1 (en) | 2020-11-19 | 2021-07-22 | 주식회사 두유비 | Conversational intelligence acquisition method for intelligently performing conversation based on training on large-scale pre-trained model |
CN113535911B (en) * | 2020-12-03 | 2024-04-12 | 腾讯科技(深圳)有限公司 | Reward model processing method, electronic device, medium and computer program product |
CN112507706B (en) * | 2020-12-21 | 2023-01-31 | 北京百度网讯科技有限公司 | Training method and device for knowledge pre-training model and electronic equipment |
WO2022249946A1 (en) * | 2021-05-28 | 2022-12-01 | 国立研究開発法人情報通信研究機構 | Conversation device and training device therefor |
CN113408299B (en) * | 2021-06-30 | 2022-03-25 | 北京百度网讯科技有限公司 | Training method, device, equipment and storage medium of semantic representation model |
WO2023079703A1 (en) * | 2021-11-05 | 2023-05-11 | 楽天グループ株式会社 | Processing execution system, processing execution method, and program |
Family Cites Families (11)
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US9063975B2 (en) * | 2013-03-15 | 2015-06-23 | International Business Machines Corporation | Results of question and answer systems |
US8543565B2 (en) | 2007-09-07 | 2013-09-24 | At&T Intellectual Property Ii, L.P. | System and method using a discriminative learning approach for question answering |
US8560567B2 (en) * | 2011-06-28 | 2013-10-15 | Microsoft Corporation | Automatic question and answer detection |
JP5664978B2 (en) * | 2011-08-22 | 2015-02-04 | 日立コンシューマエレクトロニクス株式会社 | Learning support system and learning support method |
JP5825676B2 (en) * | 2012-02-23 | 2015-12-02 | 国立研究開発法人情報通信研究機構 | Non-factoid question answering system and computer program |
JP5924666B2 (en) * | 2012-02-27 | 2016-05-25 | 国立研究開発法人情報通信研究機構 | Predicate template collection device, specific phrase pair collection device, and computer program therefor |
WO2014086101A1 (en) * | 2012-12-07 | 2014-06-12 | Wan Jihua | Method for translating natural language into computer language, semantic analyzer and human-computer dialogue system |
JP6150282B2 (en) * | 2013-06-27 | 2017-06-21 | 国立研究開発法人情報通信研究機構 | Non-factoid question answering system and computer program |
CN104572734B (en) * | 2013-10-23 | 2019-04-30 | 腾讯科技(深圳)有限公司 | Method for recommending problem, apparatus and system |
CN104834651B (en) * | 2014-02-12 | 2020-06-05 | 北京京东尚科信息技术有限公司 | Method and device for providing high-frequency question answers |
CN104050256B (en) * | 2014-06-13 | 2017-05-24 | 西安蒜泥电子科技有限责任公司 | Initiative study-based questioning and answering method and questioning and answering system adopting initiative study-based questioning and answering method |
-
2015
- 2015-08-31 JP JP2015170923A patent/JP6618735B2/en active Active
-
2016
- 2016-08-26 US US15/755,068 patent/US20180246953A1/en not_active Abandoned
- 2016-08-26 WO PCT/JP2016/074903 patent/WO2017038657A1/en active Application Filing
- 2016-08-26 CN CN201680049453.0A patent/CN107949841B/en active Active
- 2016-08-26 EP EP16841689.9A patent/EP3346394A4/en not_active Withdrawn
- 2016-08-26 KR KR1020187005104A patent/KR102640564B1/en active IP Right Grant
Non-Patent Citations (1)
Title |
---|
LUCIAN VLAD LITA: "Instance-Based Question Answering", DOCTOR OF PHILOSOPHY THESIS, 1 December 2006 (2006-12-01), Carnegie Mellon University, Pittsburgh, USA, pages 0 - 231, XP055575924, Retrieved from the Internet <URL:https://apps.dtic.mil/dtic/tr/fulltext/u2/a462538.pdf> [retrieved on 20190401] * |
Also Published As
Publication number | Publication date |
---|---|
US20180246953A1 (en) | 2018-08-30 |
CN107949841B (en) | 2022-03-18 |
WO2017038657A1 (en) | 2017-03-09 |
JP6618735B2 (en) | 2019-12-11 |
EP3346394A1 (en) | 2018-07-11 |
KR20180048624A (en) | 2018-05-10 |
CN107949841A (en) | 2018-04-20 |
KR102640564B1 (en) | 2024-02-26 |
JP2017049681A (en) | 2017-03-09 |
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Legal Events
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PUAI | Public reference made under article 153(3) epc to a published international application that has entered the european phase |
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17P | Request for examination filed |
Effective date: 20180320 |
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AX | Request for extension of the european patent |
Extension state: BA ME |
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RAP1 | Party data changed (applicant data changed or rights of an application transferred) |
Owner name: NATIONAL INSTITUTE OF INFORMATION AND COMMUNICATIO |
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DAV | Request for validation of the european patent (deleted) | ||
DAX | Request for extension of the european patent (deleted) | ||
A4 | Supplementary search report drawn up and despatched |
Effective date: 20190411 |
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RIC1 | Information provided on ipc code assigned before grant |
Ipc: G06F 16/332 20190101AFI20190405BHEP |
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17Q | First examination report despatched |
Effective date: 20200325 |
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STAA | Information on the status of an ep patent application or granted ep patent |
Free format text: STATUS: THE APPLICATION HAS BEEN WITHDRAWN |
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18W | Application withdrawn |
Effective date: 20200608 |